NTF Sepsis: Early, actionable detection at the bedside.

NTF Sepsis is an explainable AI framework that utilizes the Biological Energy Index (BEI) to quantify a patient’s composite physiological reserve. Designed for the ED and ICU, it moves beyond traditional scores like SOFA to identify the specific "tipping dimension"—the biological system driving an individual’s deterioration

Sutra

How it Works: Neural Temporal Fingerprinting

The platform integrates multi-modal clinical data (Labs + Cytokines) using an information-theoretic "Neural Temporal Fingerprinting" layer.

  • Entropy-Weighted Weighting: Assigns higher prognostic importance to biomarkers that carry the most significant "information gain".
  • Tipping Taxonomy: Automatically classifies patients into four actionable failure tiers.
  • Biological Energy Reserve: Computes a "glass-box" score where every point is decomposable into specific organ system contributions.


Biomarker Discovery & Therapeutic Alignment

The NTF platform serves as a mechanistically grounded engine for drug discovery, matching patient failure modes to specific druggable pathways:

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